Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 12441 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 93 |
| Duplicate rows (%) | 0.7% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 181.2 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 3 |
| Dataset has 93 (0.7%) duplicate rows | Duplicates |
TotalSteps is highly overall correlated with TotalDistance and 6 other fields | High correlation |
TotalDistance is highly overall correlated with TotalSteps and 7 other fields | High correlation |
TrackerDistance is highly overall correlated with TotalSteps and 7 other fields | High correlation |
VeryActiveDistance is highly overall correlated with TotalSteps and 5 other fields | High correlation |
ModeratelyActiveDistance is highly overall correlated with TotalSteps and 5 other fields | High correlation |
LightActiveDistance is highly overall correlated with TotalSteps and 3 other fields | High correlation |
VeryActiveMinutes is highly overall correlated with TotalSteps and 6 other fields | High correlation |
FairlyActiveMinutes is highly overall correlated with TotalSteps and 5 other fields | High correlation |
LightlyActiveMinutes is highly overall correlated with LightActiveDistance | High correlation |
Calories is highly overall correlated with TotalDistance and 2 other fields | High correlation |
TotalMinutesAsleep is highly overall correlated with TotalTimeInBed | High correlation |
TotalTimeInBed is highly overall correlated with TotalMinutesAsleep | High correlation |
TotalSleepRecords is highly imbalanced (65.3%) | Imbalance |
TotalSteps has 612 (4.9%) zeros | Zeros |
TotalDistance has 615 (4.9%) zeros | Zeros |
TrackerDistance has 615 (4.9%) zeros | Zeros |
LoggedActivitiesDistance has 11809 (94.9%) zeros | Zeros |
VeryActiveDistance has 4675 (37.6%) zeros | Zeros |
ModeratelyActiveDistance has 4350 (35.0%) zeros | Zeros |
LightActiveDistance has 665 (5.3%) zeros | Zeros |
SedentaryActiveDistance has 12305 (98.9%) zeros | Zeros |
VeryActiveMinutes has 4675 (37.6%) zeros | Zeros |
FairlyActiveMinutes has 4335 (34.8%) zeros | Zeros |
LightlyActiveMinutes has 662 (5.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-21 19:58:25.902941 |
|---|---|
| Analysis finished | 2023-01-21 19:58:44.605486 |
| Duration | 18.7 seconds |
| Software version | pandas-profiling vv3.6.2 |
| Download configuration | config.json |
Id
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0270125 × 109 |
| Minimum | 1.5039604 × 109 |
|---|---|
| Maximum | 8.7920097 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 1.5039604 × 109 |
|---|---|
| 5-th percentile | 1.5039604 × 109 |
| Q1 | 3.9773337 × 109 |
| median | 4.7029217 × 109 |
| Q3 | 6.9621811 × 109 |
| 95-th percentile | 8.3785632 × 109 |
| Maximum | 8.7920097 × 109 |
| Range | 7.2880493 × 109 |
| Interquartile range (IQR) | 2.9848474 × 109 |
Descriptive statistics
| Standard deviation | 2.0478087 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.40736097 |
| Kurtosis | -0.73125409 |
| Mean | 5.0270125 × 109 |
| Median Absolute Deviation (MAD) | 8.7422863 × 108 |
| Skewness | 0.009556549 |
| Sum | 6.2541063 × 1013 |
| Variance | 4.1935205 × 1018 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 8378563200 | 992 | 8.0% |
| 6962181067 | 961 | 7.7% |
| 5553957443 | 961 | 7.7% |
| 4702921684 | 868 | 7.0% |
| 2026352035 | 868 | 7.0% |
| 4445114986 | 868 | 7.0% |
| 3977333714 | 840 | 6.8% |
| 4319703577 | 806 | 6.5% |
| 5577150313 | 780 | 6.3% |
| 1503960366 | 775 | 6.2% |
| Other values (14) | 3722 |
| Value | Count | Frequency (%) |
| 1503960366 | 775 | |
| 1644430081 | 120 | 1.0% |
| 1844505072 | 93 | 0.7% |
| 1927972279 | 155 | 1.2% |
| 2026352035 | 868 | |
| 2320127002 | 31 | 0.2% |
| 2347167796 | 270 | 2.2% |
| 3977333714 | 840 | |
| 4020332650 | 248 | 2.0% |
| 4319703577 | 806 |
| Value | Count | Frequency (%) |
| 8792009665 | 435 | |
| 8378563200 | 992 | |
| 8053475328 | 93 | 0.7% |
| 7086361926 | 744 | |
| 7007744171 | 52 | 0.4% |
| 6962181067 | 961 | |
| 6775888955 | 78 | 0.6% |
| 6117666160 | 504 | |
| 5577150313 | 780 | |
| 5553957443 | 961 |
ActivityDate
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 194.4 KiB |
| 4/12/2016 | 413 |
|---|---|
| 4/22/2016 | 413 |
| 4/29/2016 | 413 |
| 4/28/2016 | 413 |
| 4/13/2016 | 413 |
| Other values (26) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.7128848 |
| Min length | 8 |
Characters and Unicode
| Total characters | 108397 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4/12/2016 |
|---|---|
| 2nd row | 4/12/2016 |
| 3rd row | 4/12/2016 |
| 4th row | 4/12/2016 |
| 5th row | 4/12/2016 |
Common Values
| Value | Count | Frequency (%) |
| 4/12/2016 | 413 | 3.3% |
| 4/22/2016 | 413 | 3.3% |
| 4/29/2016 | 413 | 3.3% |
| 4/28/2016 | 413 | 3.3% |
| 4/13/2016 | 413 | 3.3% |
| 4/26/2016 | 413 | 3.3% |
| 4/25/2016 | 413 | 3.3% |
| 4/24/2016 | 413 | 3.3% |
| 4/23/2016 | 413 | 3.3% |
| 4/27/2016 | 413 | 3.3% |
| Other values (21) | 8311 |
Length
| Value | Count | Frequency (%) |
| 4/12/2016 | 413 | 3.3% |
| 4/21/2016 | 413 | 3.3% |
| 4/20/2016 | 413 | 3.3% |
| 4/14/2016 | 413 | 3.3% |
| 4/22/2016 | 413 | 3.3% |
| 4/16/2016 | 413 | 3.3% |
| 4/17/2016 | 413 | 3.3% |
| 4/18/2016 | 413 | 3.3% |
| 4/19/2016 | 413 | 3.3% |
| 4/15/2016 | 413 | 3.3% |
| Other values (21) | 8311 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 24882 | |
| 2 | 18097 | |
| 1 | 17953 | |
| 6 | 13665 | |
| 0 | 13627 | |
| 4 | 9056 | 8.4% |
| 5 | 5833 | 5.4% |
| 3 | 1622 | 1.5% |
| 7 | 1224 | 1.1% |
| 9 | 1219 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83515 | |
| Other Punctuation | 24882 | 23.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 18097 | |
| 1 | 17953 | |
| 6 | 13665 | |
| 0 | 13627 | |
| 4 | 9056 | |
| 5 | 5833 | 7.0% |
| 3 | 1622 | 1.9% |
| 7 | 1224 | 1.5% |
| 9 | 1219 | 1.5% |
| 8 | 1219 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 24882 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 108397 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| / | 24882 | |
| 2 | 18097 | |
| 1 | 17953 | |
| 6 | 13665 | |
| 0 | 13627 | |
| 4 | 9056 | 8.4% |
| 5 | 5833 | 5.4% |
| 3 | 1622 | 1.5% |
| 7 | 1224 | 1.1% |
| 9 | 1219 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 108397 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 24882 | |
| 2 | 18097 | |
| 1 | 17953 | |
| 6 | 13665 | |
| 0 | 13627 | |
| 4 | 9056 | 8.4% |
| 5 | 5833 | 5.4% |
| 3 | 1622 | 1.5% |
| 7 | 1224 | 1.1% |
| 9 | 1219 | 1.1% |
TotalSteps
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 635 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8117.3092 |
| Minimum | 0 |
|---|---|
| Maximum | 22988 |
| Zeros | 612 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 4660 |
| median | 8596 |
| Q3 | 11317 |
| 95-th percentile | 15050 |
| Maximum | 22988 |
| Range | 22988 |
| Interquartile range (IQR) | 6657 |
Descriptive statistics
| Standard deviation | 4478.6354 |
|---|---|
| Coefficient of variation (CV) | 0.55173892 |
| Kurtosis | -0.43319282 |
| Mean | 8117.3092 |
| Median Absolute Deviation (MAD) | 3364 |
| Skewness | 0.017725869 |
| Sum | 1.0098744 × 108 |
| Variance | 20058175 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 612 | 4.9% |
| 9105 | 56 | 0.5% |
| 12764 | 56 | 0.5% |
| 5232 | 33 | 0.3% |
| 13318 | 32 | 0.3% |
| 11207 | 32 | 0.3% |
| 2132 | 32 | 0.3% |
| 13630 | 32 | 0.3% |
| 13070 | 32 | 0.3% |
| 6582 | 32 | 0.3% |
| Other values (625) | 11492 |
| Value | Count | Frequency (%) |
| 0 | 612 | |
| 4 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 16 | 8 | 0.1% |
| 17 | 26 | 0.2% |
| 29 | 26 | 0.2% |
| 31 | 24 | 0.2% |
| 42 | 15 | 0.1% |
| 44 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 22988 | 3 | < 0.1% |
| 22770 | 24 | |
| 22359 | 3 | < 0.1% |
| 22244 | 15 | |
| 22026 | 3 | < 0.1% |
| 20669 | 3 | < 0.1% |
| 20500 | 3 | < 0.1% |
| 20159 | 3 | < 0.1% |
| 20067 | 2 | < 0.1% |
| 20031 | 31 |
TotalDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 499 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7347384 |
| Minimum | 0 |
|---|---|
| Maximum | 17.950001 |
| Zeros | 615 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0099999998 |
| Q1 | 3.1800001 |
| median | 6.1199999 |
| Q3 | 7.9200001 |
| 95-th percentile | 10.71 |
| Maximum | 17.950001 |
| Range | 17.950001 |
| Interquartile range (IQR) | 4.74 |
Descriptive statistics
| Standard deviation | 3.2435404 |
|---|---|
| Coefficient of variation (CV) | 0.56559519 |
| Kurtosis | -0.23799548 |
| Mean | 5.7347384 |
| Median Absolute Deviation (MAD) | 2.3599997 |
| Skewness | 0.11381159 |
| Sum | 71345.88 |
| Variance | 10.520555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 615 | 4.9% |
| 6.710000038 | 114 | 0.9% |
| 6.820000172 | 84 | 0.7% |
| 7.099999905 | 79 | 0.6% |
| 2.559999943 | 78 | 0.6% |
| 3.619999886 | 71 | 0.6% |
| 2.599999905 | 70 | 0.6% |
| 0.009999999776 | 64 | 0.5% |
| 2.769999981 | 62 | 0.5% |
| 7.630000114 | 62 | 0.5% |
| Other values (489) | 11142 |
| Value | Count | Frequency (%) |
| 0 | 615 | |
| 0.009999999776 | 64 | 0.5% |
| 0.01999999955 | 26 | 0.2% |
| 0.02999999933 | 18 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| 0.07999999821 | 8 | 0.1% |
| 0.09000000358 | 15 | 0.1% |
| 0.1000000015 | 5 | < 0.1% |
| 0.1099999994 | 5 | < 0.1% |
| 0.1299999952 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.95000076 | 3 | < 0.1% |
| 17.64999962 | 3 | < 0.1% |
| 17.54000092 | 24 | |
| 17.19000053 | 3 | < 0.1% |
| 16.23999977 | 3 | < 0.1% |
| 15.97000027 | 3 | < 0.1% |
| 15.68999958 | 3 | < 0.1% |
| 15.67000008 | 3 | < 0.1% |
| 15.07999992 | 15 | |
| 15.01000023 | 18 |
TrackerDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 497 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7277679 |
| Minimum | 0 |
|---|---|
| Maximum | 17.950001 |
| Zeros | 615 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0099999998 |
| Q1 | 3.1800001 |
| median | 6.1199999 |
| Q3 | 7.8899999 |
| 95-th percentile | 10.71 |
| Maximum | 17.950001 |
| Range | 17.950001 |
| Interquartile range (IQR) | 4.7099998 |
Descriptive statistics
| Standard deviation | 3.2359541 |
|---|---|
| Coefficient of variation (CV) | 0.56495902 |
| Kurtosis | -0.22650491 |
| Mean | 5.7277679 |
| Median Absolute Deviation (MAD) | 2.3599997 |
| Skewness | 0.11260323 |
| Sum | 71259.16 |
| Variance | 10.471399 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 615 | 4.9% |
| 6.710000038 | 114 | 0.9% |
| 6.820000172 | 84 | 0.7% |
| 7.099999905 | 79 | 0.6% |
| 2.559999943 | 78 | 0.6% |
| 3.619999886 | 71 | 0.6% |
| 2.599999905 | 70 | 0.6% |
| 0.009999999776 | 64 | 0.5% |
| 7.630000114 | 62 | 0.5% |
| 9.079999924 | 62 | 0.5% |
| Other values (487) | 11142 |
| Value | Count | Frequency (%) |
| 0 | 615 | |
| 0.009999999776 | 64 | 0.5% |
| 0.01999999955 | 26 | 0.2% |
| 0.02999999933 | 18 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| 0.07999999821 | 8 | 0.1% |
| 0.09000000358 | 15 | 0.1% |
| 0.1000000015 | 5 | < 0.1% |
| 0.1099999994 | 5 | < 0.1% |
| 0.1299999952 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.95000076 | 3 | < 0.1% |
| 17.64999962 | 3 | < 0.1% |
| 17.54000092 | 24 | |
| 17.19000053 | 3 | < 0.1% |
| 16.23999977 | 3 | < 0.1% |
| 15.97000027 | 3 | < 0.1% |
| 15.68999958 | 3 | < 0.1% |
| 15.67000008 | 3 | < 0.1% |
| 15.07999992 | 15 | |
| 15.01000023 | 18 |
LoggedActivitiesDistance
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12333042 |
| Minimum | 0 |
|---|---|
| Maximum | 4.942142 |
| Zeros | 11809 |
| Zeros (%) | 94.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.0921471 |
| Maximum | 4.942142 |
| Range | 4.942142 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.55307096 |
|---|---|
| Coefficient of variation (CV) | 4.4844653 |
| Kurtosis | 24.072073 |
| Mean | 0.12333042 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.7613355 |
| Sum | 1534.3537 |
| Variance | 0.30588749 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11809 | |
| 2.092147112 | 288 | 2.3% |
| 2.253081083 | 224 | 1.8% |
| 4.081692219 | 31 | 0.2% |
| 3.167821884 | 31 | 0.2% |
| 2.785175085 | 31 | 0.2% |
| 1.959596038 | 3 | < 0.1% |
| 4.885604858 | 2 | < 0.1% |
| 4.878232002 | 2 | < 0.1% |
| 4.912367821 | 2 | < 0.1% |
| Other values (9) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 11809 | |
| 1.959596038 | 3 | < 0.1% |
| 2.092147112 | 288 | 2.3% |
| 2.253081083 | 224 | 1.8% |
| 2.785175085 | 31 | 0.2% |
| 2.832325935 | 2 | < 0.1% |
| 3.167821884 | 31 | 0.2% |
| 3.285414934 | 2 | < 0.1% |
| 4.081692219 | 31 | 0.2% |
| 4.851306915 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4.94214201 | 2 | |
| 4.930550098 | 2 | |
| 4.924840927 | 2 | |
| 4.912367821 | 2 | |
| 4.911146164 | 2 | |
| 4.885604858 | 2 | |
| 4.878232002 | 2 | |
| 4.869782925 | 2 | |
| 4.861792088 | 2 | |
| 4.851306915 | 2 |
VeryActiveDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 276 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3986135 |
| Minimum | 0 |
|---|---|
| Maximum | 13.4 |
| Zeros | 4675 |
| Zeros (%) | 37.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.52999997 |
| Q3 | 2.3099999 |
| 95-th percentile | 5.29 |
| Maximum | 13.4 |
| Range | 13.4 |
| Interquartile range (IQR) | 2.3099999 |
Descriptive statistics
| Standard deviation | 1.9127301 |
|---|---|
| Coefficient of variation (CV) | 1.3675902 |
| Kurtosis | 4.2411551 |
| Mean | 1.3986135 |
| Median Absolute Deviation (MAD) | 0.52999997 |
| Skewness | 1.8465199 |
| Sum | 17400.15 |
| Variance | 3.6585364 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4675 | |
| 0.0700000003 | 134 | 1.1% |
| 2.029999971 | 98 | 0.8% |
| 1.370000005 | 88 | 0.7% |
| 1.059999943 | 84 | 0.7% |
| 0.3199999928 | 82 | 0.7% |
| 0.3700000048 | 80 | 0.6% |
| 0.05999999866 | 80 | 0.6% |
| 2.789999962 | 79 | 0.6% |
| 0.3300000131 | 78 | 0.6% |
| Other values (266) | 6963 |
| Value | Count | Frequency (%) |
| 0 | 4675 | |
| 0.01999999955 | 20 | 0.2% |
| 0.03999999911 | 15 | 0.1% |
| 0.05000000075 | 20 | 0.2% |
| 0.05999999866 | 80 | 0.6% |
| 0.0700000003 | 134 | 1.1% |
| 0.07999999821 | 71 | 0.6% |
| 0.09000000358 | 28 | 0.2% |
| 0.1099999994 | 34 | 0.3% |
| 0.1199999973 | 31 | 0.2% |
| Value | Count | Frequency (%) |
| 13.39999962 | 3 | < 0.1% |
| 13.26000023 | 3 | < 0.1% |
| 13.13000011 | 3 | < 0.1% |
| 12.53999996 | 3 | < 0.1% |
| 12.43999958 | 3 | < 0.1% |
| 12.34000015 | 3 | < 0.1% |
| 11.64000034 | 3 | < 0.1% |
| 11.36999989 | 3 | < 0.1% |
| 10.43000031 | 3 | < 0.1% |
| 9.890000343 | 24 |
ModeratelyActiveDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 192 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.73219034 |
| Minimum | 0 |
|---|---|
| Maximum | 6.48 |
| Zeros | 4350 |
| Zeros (%) | 35.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.40000001 |
| Q3 | 1 |
| 95-th percentile | 2.45 |
| Maximum | 6.48 |
| Range | 6.48 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0374765 |
|---|---|
| Coefficient of variation (CV) | 1.4169492 |
| Kurtosis | 7.8551834 |
| Mean | 0.73219034 |
| Median Absolute Deviation (MAD) | 0.40000001 |
| Skewness | 2.5230584 |
| Sum | 9109.18 |
| Variance | 1.0763575 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4350 | |
| 0.400000006 | 171 | 1.4% |
| 0.25 | 150 | 1.2% |
| 0.7900000215 | 137 | 1.1% |
| 0.4199999869 | 119 | 1.0% |
| 0.1899999976 | 118 | 0.9% |
| 0.5699999928 | 116 | 0.9% |
| 0.6399999857 | 114 | 0.9% |
| 0.2800000012 | 112 | 0.9% |
| 0.9200000167 | 111 | 0.9% |
| Other values (182) | 6943 |
| Value | Count | Frequency (%) |
| 0 | 4350 | |
| 0.02999999933 | 33 | 0.3% |
| 0.03999999911 | 36 | 0.3% |
| 0.05000000075 | 15 | 0.1% |
| 0.05999999866 | 7 | 0.1% |
| 0.07999999821 | 24 | 0.2% |
| 0.1099999994 | 28 | 0.2% |
| 0.1199999973 | 32 | 0.3% |
| 0.1400000006 | 26 | 0.2% |
| 0.150000006 | 57 | 0.5% |
| Value | Count | Frequency (%) |
| 6.480000019 | 28 | |
| 6.210000038 | 28 | |
| 5.599999905 | 28 | |
| 5.400000095 | 28 | |
| 5.239999771 | 28 | |
| 5.119999886 | 28 | |
| 4.579999924 | 28 | |
| 4.559999943 | 28 | |
| 4.349999905 | 28 | |
| 4.21999979 | 56 |
LightActiveDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 412 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5417708 |
| Minimum | 0 |
|---|---|
| Maximum | 10.3 |
| Zeros | 665 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.3699999 |
| median | 3.54 |
| Q3 | 4.8299999 |
| 95-th percentile | 6.46 |
| Maximum | 10.3 |
| Range | 10.3 |
| Interquartile range (IQR) | 2.46 |
Descriptive statistics
| Standard deviation | 1.8785532 |
|---|---|
| Coefficient of variation (CV) | 0.53039943 |
| Kurtosis | -0.039584791 |
| Mean | 3.5417708 |
| Median Absolute Deviation (MAD) | 1.23 |
| Skewness | 0.11380999 |
| Sum | 44063.17 |
| Variance | 3.5289621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 665 | 5.3% |
| 4.179999828 | 124 | 1.0% |
| 4.710000038 | 114 | 0.9% |
| 2.470000029 | 110 | 0.9% |
| 2.670000076 | 106 | 0.9% |
| 3.910000086 | 103 | 0.8% |
| 4.5 | 95 | 0.8% |
| 3.920000076 | 92 | 0.7% |
| 5.409999847 | 90 | 0.7% |
| 3.769999981 | 90 | 0.7% |
| Other values (402) | 10852 |
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 0.009999999776 | 64 | 0.5% |
| 0.01999999955 | 26 | 0.2% |
| 0.02999999933 | 26 | 0.2% |
| 0.03999999911 | 8 | 0.1% |
| 0.05999999866 | 3 | < 0.1% |
| 0.09000000358 | 15 | 0.1% |
| 0.1000000015 | 5 | < 0.1% |
| 0.1099999994 | 5 | < 0.1% |
| 0.1299999952 | 31 | 0.2% |
| Value | Count | Frequency (%) |
| 10.30000019 | 18 | |
| 9.479999542 | 18 | |
| 9.460000038 | 4 | < 0.1% |
| 8.970000267 | 28 | |
| 8.680000305 | 18 | |
| 8.409999847 | 18 | |
| 8.270000458 | 28 | |
| 8.260000229 | 2 | < 0.1% |
| 8.229999542 | 2 | < 0.1% |
| 7.949999809 | 2 | < 0.1% |
SedentaryActiveDistance
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00067438309 |
| Minimum | 0 |
|---|---|
| Maximum | 0.11 |
| Zeros | 12305 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0.11 |
| Range | 0.11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0078133467 |
|---|---|
| Coefficient of variation (CV) | 11.585917 |
| Kurtosis | 163.13137 |
| Mean | 0.00067438309 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.657826 |
| Sum | 8.39 |
| Variance | 6.1048387 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12305 | |
| 0.009999999776 | 40 | 0.3% |
| 0.1099999994 | 31 | 0.2% |
| 0.1000000015 | 31 | 0.2% |
| 0.01999999955 | 10 | 0.1% |
| 0.05000000075 | 8 | 0.1% |
| 0.0700000003 | 8 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 12305 | |
| 0.009999999776 | 40 | 0.3% |
| 0.01999999955 | 10 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| 0.05000000075 | 8 | 0.1% |
| 0.0700000003 | 8 | 0.1% |
| 0.1000000015 | 31 | 0.2% |
| 0.1099999994 | 31 | 0.2% |
| Value | Count | Frequency (%) |
| 0.1099999994 | 31 | 0.2% |
| 0.1000000015 | 31 | 0.2% |
| 0.0700000003 | 8 | 0.1% |
| 0.05000000075 | 8 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| 0.01999999955 | 10 | 0.1% |
| 0.009999999776 | 40 | 0.3% |
| 0 | 12305 |
VeryActiveMinutes
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 114 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.973555 |
| Minimum | 0 |
|---|---|
| Maximum | 210 |
| Zeros | 4675 |
| Zeros (%) | 37.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 36 |
| 95-th percentile | 97 |
| Maximum | 210 |
| Range | 210 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 34.911291 |
|---|---|
| Coefficient of variation (CV) | 1.4562417 |
| Kurtosis | 6.2266079 |
| Mean | 23.973555 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.2098318 |
| Sum | 298255 |
| Variance | 1218.7983 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4675 | |
| 1 | 376 | 3.0% |
| 8 | 302 | 2.4% |
| 19 | 240 | 1.9% |
| 3 | 236 | 1.9% |
| 6 | 209 | 1.7% |
| 14 | 205 | 1.6% |
| 4 | 185 | 1.5% |
| 11 | 172 | 1.4% |
| 30 | 169 | 1.4% |
| Other values (104) | 5672 |
| Value | Count | Frequency (%) |
| 0 | 4675 | |
| 1 | 376 | 3.0% |
| 2 | 136 | 1.1% |
| 3 | 236 | 1.9% |
| 4 | 185 | 1.5% |
| 5 | 156 | 1.3% |
| 6 | 209 | 1.7% |
| 7 | 111 | 0.9% |
| 8 | 302 | 2.4% |
| 9 | 106 | 0.9% |
| Value | Count | Frequency (%) |
| 210 | 26 | |
| 207 | 26 | |
| 200 | 26 | |
| 194 | 26 | |
| 184 | 26 | |
| 137 | 32 | |
| 132 | 3 | < 0.1% |
| 129 | 3 | < 0.1% |
| 125 | 6 | < 0.1% |
| 123 | 32 |
FairlyActiveMinutes
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.352222 |
| Minimum | 0 |
|---|---|
| Maximum | 143 |
| Zeros | 4335 |
| Zeros (%) | 34.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 24 |
| 95-th percentile | 65 |
| Maximum | 143 |
| Range | 143 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 23.02034 |
|---|---|
| Coefficient of variation (CV) | 1.3266508 |
| Kurtosis | 6.0423134 |
| Mean | 17.352222 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.2070486 |
| Sum | 215879 |
| Variance | 529.93606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4335 | |
| 8 | 519 | 4.2% |
| 16 | 416 | 3.3% |
| 15 | 313 | 2.5% |
| 10 | 296 | 2.4% |
| 9 | 282 | 2.3% |
| 13 | 262 | 2.1% |
| 6 | 259 | 2.1% |
| 14 | 245 | 2.0% |
| 11 | 241 | 1.9% |
| Other values (68) | 5273 |
| Value | Count | Frequency (%) |
| 0 | 4335 | |
| 1 | 68 | 0.5% |
| 2 | 28 | 0.2% |
| 3 | 66 | 0.5% |
| 4 | 206 | 1.7% |
| 5 | 161 | 1.3% |
| 6 | 259 | 2.1% |
| 7 | 161 | 1.3% |
| 8 | 519 | 4.2% |
| 9 | 282 | 2.3% |
| Value | Count | Frequency (%) |
| 143 | 28 | 0.2% |
| 125 | 28 | 0.2% |
| 122 | 28 | 0.2% |
| 116 | 28 | 0.2% |
| 115 | 28 | 0.2% |
| 113 | 3 | < 0.1% |
| 98 | 28 | 0.2% |
| 96 | 28 | 0.2% |
| 95 | 112 | |
| 94 | 4 | < 0.1% |
LightlyActiveMinutes
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 298 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.90708 |
| Minimum | 0 |
|---|---|
| Maximum | 518 |
| Zeros | 662 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 144 |
| median | 200 |
| Q3 | 258 |
| 95-th percentile | 352 |
| Maximum | 518 |
| Range | 518 |
| Interquartile range (IQR) | 114 |
Descriptive statistics
| Standard deviation | 97.241286 |
|---|---|
| Coefficient of variation (CV) | 0.48643242 |
| Kurtosis | 0.39546991 |
| Mean | 199.90708 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | 0.025685681 |
| Sum | 2487044 |
| Variance | 9455.8677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 662 | 5.3% |
| 214 | 170 | 1.4% |
| 206 | 165 | 1.3% |
| 153 | 161 | 1.3% |
| 195 | 159 | 1.3% |
| 141 | 156 | 1.3% |
| 238 | 148 | 1.2% |
| 194 | 136 | 1.1% |
| 258 | 132 | 1.1% |
| 139 | 130 | 1.0% |
| Other values (288) | 10422 |
| Value | Count | Frequency (%) |
| 0 | 662 | |
| 1 | 9 | 0.1% |
| 2 | 45 | 0.4% |
| 3 | 58 | 0.5% |
| 4 | 15 | 0.1% |
| 9 | 46 | 0.4% |
| 10 | 8 | 0.1% |
| 11 | 3 | < 0.1% |
| 12 | 20 | 0.2% |
| 15 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 518 | 18 | |
| 513 | 18 | |
| 512 | 18 | |
| 487 | 18 | |
| 480 | 18 | |
| 475 | 28 | |
| 461 | 18 | |
| 458 | 18 | |
| 439 | 28 | |
| 432 | 33 |
SedentaryMinutes
Real number (ℝ)
| Distinct | 451 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 799.19476 |
| Minimum | 0 |
|---|---|
| Maximum | 1440 |
| Zeros | 26 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 472 |
| Q1 | 659 |
| median | 734 |
| Q3 | 853 |
| 95-th percentile | 1440 |
| Maximum | 1440 |
| Range | 1440 |
| Interquartile range (IQR) | 194 |
Descriptive statistics
| Standard deviation | 266.77865 |
|---|---|
| Coefficient of variation (CV) | 0.33380931 |
| Kurtosis | 0.87005147 |
| Mean | 799.19476 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | 0.7727328 |
| Sum | 9942782 |
| Variance | 71170.85 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1440 | 637 | 5.1% |
| 692 | 169 | 1.4% |
| 680 | 149 | 1.2% |
| 709 | 144 | 1.2% |
| 745 | 114 | 0.9% |
| 621 | 113 | 0.9% |
| 728 | 107 | 0.9% |
| 676 | 103 | 0.8% |
| 732 | 97 | 0.8% |
| 712 | 89 | 0.7% |
| Other values (441) | 10719 |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 2 | 15 | |
| 13 | 28 | |
| 48 | 15 | |
| 111 | 2 | < 0.1% |
| 125 | 18 | |
| 127 | 31 | |
| 218 | 3 | < 0.1% |
| 222 | 31 | |
| 241 | 28 |
| Value | Count | Frequency (%) |
| 1440 | 637 | |
| 1439 | 9 | 0.1% |
| 1438 | 19 | 0.2% |
| 1437 | 32 | 0.3% |
| 1431 | 15 | 0.1% |
| 1430 | 8 | 0.1% |
| 1428 | 15 | 0.1% |
| 1423 | 5 | < 0.1% |
| 1420 | 3 | < 0.1% |
| 1413 | 5 | < 0.1% |
Calories
Real number (ℝ)
| Distinct | 576 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2329.1432 |
| Minimum | 0 |
|---|---|
| Maximum | 4900 |
| Zeros | 25 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1401 |
| Q1 | 1783 |
| median | 2162 |
| Q3 | 2865 |
| 95-th percentile | 3787 |
| Maximum | 4900 |
| Range | 4900 |
| Interquartile range (IQR) | 1082 |
Descriptive statistics
| Standard deviation | 762.02713 |
|---|---|
| Coefficient of variation (CV) | 0.32717059 |
| Kurtosis | 0.36327672 |
| Mean | 2329.1432 |
| Median Absolute Deviation (MAD) | 489 |
| Skewness | 0.54994432 |
| Sum | 28976870 |
| Variance | 580685.35 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1688 | 135 | 1.1% |
| 1980 | 104 | 0.8% |
| 1819 | 102 | 0.8% |
| 3061 | 84 | 0.7% |
| 2361 | 77 | 0.6% |
| 2194 | 74 | 0.6% |
| 1496 | 72 | 0.6% |
| 2105 | 67 | 0.5% |
| 2066 | 67 | 0.5% |
| 1718 | 62 | 0.5% |
| Other values (566) | 11597 |
| Value | Count | Frequency (%) |
| 0 | 25 | |
| 52 | 28 | |
| 57 | 15 | |
| 120 | 2 | < 0.1% |
| 257 | 26 | |
| 403 | 15 | |
| 665 | 3 | < 0.1% |
| 741 | 31 | |
| 928 | 31 | |
| 1032 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 4900 | 18 | |
| 4552 | 26 | |
| 4546 | 26 | |
| 4501 | 26 | |
| 4392 | 26 | |
| 4274 | 26 | |
| 4236 | 32 | |
| 4163 | 32 | |
| 4157 | 32 | |
| 4092 | 32 |
SleepDay
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 194.4 KiB |
| 4/15/2016 12:00:00 AM | 505 |
|---|---|
| 5/1/2016 12:00:00 AM | 484 |
| 4/28/2016 12:00:00 AM | 476 |
| 4/30/2016 12:00:00 AM | 460 |
| 4/20/2016 12:00:00 AM | 458 |
| Other values (26) |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 20.712161 |
| Min length | 20 |
Characters and Unicode
| Total characters | 257680 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4/12/2016 12:00:00 AM |
|---|---|
| 2nd row | 4/13/2016 12:00:00 AM |
| 3rd row | 4/15/2016 12:00:00 AM |
| 4th row | 4/16/2016 12:00:00 AM |
| 5th row | 4/17/2016 12:00:00 AM |
Common Values
| Value | Count | Frequency (%) |
| 4/15/2016 12:00:00 AM | 505 | 4.1% |
| 5/1/2016 12:00:00 AM | 484 | 3.9% |
| 4/28/2016 12:00:00 AM | 476 | 3.8% |
| 4/30/2016 12:00:00 AM | 460 | 3.7% |
| 4/20/2016 12:00:00 AM | 458 | 3.7% |
| 4/21/2016 12:00:00 AM | 447 | 3.6% |
| 4/23/2016 12:00:00 AM | 445 | 3.6% |
| 4/29/2016 12:00:00 AM | 444 | 3.6% |
| 5/7/2016 12:00:00 AM | 430 | 3.5% |
| 5/8/2016 12:00:00 AM | 429 | 3.4% |
| Other values (21) | 7863 |
Length
| Value | Count | Frequency (%) |
| 12:00:00 | 12441 | |
| am | 12441 | |
| 4/15/2016 | 505 | 1.4% |
| 5/1/2016 | 484 | 1.3% |
| 4/28/2016 | 476 | 1.3% |
| 4/30/2016 | 460 | 1.2% |
| 4/20/2016 | 458 | 1.2% |
| 4/21/2016 | 447 | 1.2% |
| 4/23/2016 | 445 | 1.2% |
| 4/29/2016 | 444 | 1.2% |
| Other values (23) | 8722 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 63493 | |
| 2 | 30569 | |
| 1 | 30294 | |
| / | 24882 | 9.7% |
| 24882 | 9.7% | |
| : | 24882 | 9.7% |
| 6 | 13652 | 5.3% |
| A | 12441 | 4.8% |
| M | 12441 | 4.8% |
| 4 | 9036 | 3.5% |
| Other values (5) | 11108 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 158152 | |
| Other Punctuation | 49764 | 19.3% |
| Space Separator | 24882 | 9.7% |
| Uppercase Letter | 24882 | 9.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 63493 | |
| 2 | 30569 | |
| 1 | 30294 | |
| 6 | 13652 | 8.6% |
| 4 | 9036 | 5.7% |
| 5 | 5830 | 3.7% |
| 3 | 1685 | 1.1% |
| 9 | 1198 | 0.8% |
| 7 | 1198 | 0.8% |
| 8 | 1197 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 24882 | |
| : | 24882 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 12441 | |
| M | 12441 |
Space Separator
| Value | Count | Frequency (%) |
| 24882 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 232798 | |
| Latin | 24882 | 9.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 63493 | |
| 2 | 30569 | |
| 1 | 30294 | |
| / | 24882 | 10.7% |
| 24882 | 10.7% | |
| : | 24882 | 10.7% |
| 6 | 13652 | 5.9% |
| 4 | 9036 | 3.9% |
| 5 | 5830 | 2.5% |
| 3 | 1685 | 0.7% |
| Other values (3) | 3593 | 1.5% |
Latin
| Value | Count | Frequency (%) |
| A | 12441 | |
| M | 12441 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 257680 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 63493 | |
| 2 | 30569 | |
| 1 | 30294 | |
| / | 24882 | 9.7% |
| 24882 | 9.7% | |
| : | 24882 | 9.7% |
| 6 | 13652 | 5.3% |
| A | 12441 | 4.8% |
| M | 12441 | 4.8% |
| 4 | 9036 | 3.5% |
| Other values (5) | 11108 | 4.3% |
TotalSleepRecords
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 194.4 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 93 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12441 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 11032 | |
| 2 | 1316 | 10.6% |
| 3 | 93 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 11032 | |
| 2 | 1316 | 10.6% |
| 3 | 93 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 11032 | |
| 2 | 1316 | 10.6% |
| 3 | 93 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12441 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11032 | |
| 2 | 1316 | 10.6% |
| 3 | 93 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12441 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 11032 | |
| 2 | 1316 | 10.6% |
| 3 | 93 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12441 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 11032 | |
| 2 | 1316 | 10.6% |
| 3 | 93 | 0.7% |
TotalMinutesAsleep
Real number (ℝ)
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 419.406 |
| Minimum | 58 |
|---|---|
| Maximum | 796 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 58 |
|---|---|
| 5-th percentile | 166 |
| Q1 | 361 |
| median | 432 |
| Q3 | 492 |
| 95-th percentile | 591 |
| Maximum | 796 |
| Range | 738 |
| Interquartile range (IQR) | 131 |
Descriptive statistics
| Standard deviation | 118.64372 |
|---|---|
| Coefficient of variation (CV) | 0.28288512 |
| Kurtosis | 1.5421465 |
| Mean | 419.406 |
| Median Absolute Deviation (MAD) | 66 |
| Skewness | -0.59890256 |
| Sum | 5217830 |
| Variance | 14076.332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 442 | 204 | 1.6% |
| 388 | 155 | 1.2% |
| 441 | 155 | 1.2% |
| 412 | 153 | 1.2% |
| 322 | 124 | 1.0% |
| 357 | 124 | 1.0% |
| 520 | 124 | 1.0% |
| 523 | 124 | 1.0% |
| 421 | 123 | 1.0% |
| 354 | 123 | 1.0% |
| Other values (246) | 11032 |
| Value | Count | Frequency (%) |
| 58 | 26 | |
| 59 | 31 | |
| 61 | 31 | |
| 62 | 31 | |
| 74 | 61 | |
| 77 | 31 | |
| 79 | 26 | |
| 82 | 31 | |
| 98 | 31 | |
| 99 | 31 |
| Value | Count | Frequency (%) |
| 796 | 30 | |
| 775 | 31 | |
| 750 | 31 | |
| 722 | 31 | |
| 700 | 31 | |
| 692 | 31 | |
| 681 | 31 | |
| 658 | 59 | |
| 651 | 31 | |
| 644 | 31 |
TotalTimeInBed
Real number (ℝ)
| Distinct | 242 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 458.3605 |
| Minimum | 61 |
|---|---|
| Maximum | 961 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 194.4 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 179 |
| Q1 | 402 |
| median | 463 |
| Q3 | 526 |
| 95-th percentile | 634 |
| Maximum | 961 |
| Range | 900 |
| Interquartile range (IQR) | 124 |
Descriptive statistics
| Standard deviation | 127.50607 |
|---|---|
| Coefficient of variation (CV) | 0.27817856 |
| Kurtosis | 3.4000832 |
| Mean | 458.3605 |
| Median Absolute Deviation (MAD) | 61 |
| Skewness | -0.19520382 |
| Sum | 5702463 |
| Variance | 16257.797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 402 | 185 | 1.5% |
| 546 | 183 | 1.5% |
| 458 | 154 | 1.2% |
| 543 | 154 | 1.2% |
| 510 | 151 | 1.2% |
| 501 | 124 | 1.0% |
| 391 | 124 | 1.0% |
| 457 | 124 | 1.0% |
| 961 | 123 | 1.0% |
| 500 | 123 | 1.0% |
| Other values (232) | 10996 |
| Value | Count | Frequency (%) |
| 61 | 26 | |
| 65 | 62 | |
| 69 | 31 | |
| 75 | 31 | |
| 77 | 31 | |
| 78 | 30 | |
| 82 | 26 | |
| 85 | 31 | |
| 104 | 31 | |
| 107 | 31 |
| Value | Count | Frequency (%) |
| 961 | 123 | |
| 843 | 31 | 0.2% |
| 775 | 31 | 0.2% |
| 725 | 31 | 0.2% |
| 722 | 31 | 0.2% |
| 712 | 31 | 0.2% |
| 704 | 31 | 0.2% |
| 698 | 28 | 0.2% |
| 689 | 31 | 0.2% |
| 686 | 62 |
| Id | TotalSteps | TotalDistance | TrackerDistance | LoggedActivitiesDistance | VeryActiveDistance | ModeratelyActiveDistance | LightActiveDistance | SedentaryActiveDistance | VeryActiveMinutes | FairlyActiveMinutes | LightlyActiveMinutes | SedentaryMinutes | Calories | TotalMinutesAsleep | TotalTimeInBed | ActivityDate | SleepDay | TotalSleepRecords | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Id | 1.000 | -0.029 | 0.028 | 0.026 | 0.319 | 0.151 | 0.007 | -0.070 | -0.019 | 0.214 | 0.022 | -0.209 | -0.040 | 0.426 | 0.118 | 0.002 | 0.000 | 0.148 | 0.165 |
| TotalSteps | -0.029 | 1.000 | 0.983 | 0.984 | 0.144 | 0.764 | 0.766 | 0.635 | 0.031 | 0.713 | 0.734 | 0.472 | -0.270 | 0.404 | -0.128 | -0.081 | 0.241 | 0.030 | 0.052 |
| TotalDistance | 0.028 | 0.983 | 1.000 | 1.000 | 0.194 | 0.766 | 0.762 | 0.651 | 0.042 | 0.721 | 0.729 | 0.446 | -0.256 | 0.502 | -0.123 | -0.082 | 0.249 | 0.037 | 0.066 |
| TrackerDistance | 0.026 | 0.984 | 1.000 | 1.000 | 0.186 | 0.765 | 0.761 | 0.652 | 0.028 | 0.721 | 0.729 | 0.446 | -0.256 | 0.503 | -0.123 | -0.082 | 0.250 | 0.037 | 0.066 |
| LoggedActivitiesDistance | 0.319 | 0.144 | 0.194 | 0.186 | 1.000 | 0.233 | 0.121 | 0.129 | 0.211 | 0.336 | 0.070 | -0.069 | 0.002 | 0.302 | 0.020 | 0.015 | 0.204 | 0.042 | 0.019 |
| VeryActiveDistance | 0.151 | 0.764 | 0.766 | 0.765 | 0.233 | 1.000 | 0.718 | 0.211 | 0.041 | 0.973 | 0.721 | 0.021 | -0.099 | 0.437 | -0.154 | -0.140 | 0.208 | 0.050 | 0.029 |
| ModeratelyActiveDistance | 0.007 | 0.766 | 0.762 | 0.761 | 0.121 | 0.718 | 1.000 | 0.358 | 0.043 | 0.699 | 0.970 | 0.180 | -0.162 | 0.325 | -0.189 | -0.107 | 0.256 | 0.000 | 0.020 |
| LightActiveDistance | -0.070 | 0.635 | 0.651 | 0.652 | 0.129 | 0.211 | 0.358 | 1.000 | 0.003 | 0.208 | 0.306 | 0.853 | -0.323 | 0.423 | 0.023 | 0.002 | 0.247 | 0.035 | 0.052 |
| SedentaryActiveDistance | -0.019 | 0.031 | 0.042 | 0.028 | 0.211 | 0.041 | 0.043 | 0.003 | 1.000 | 0.025 | 0.021 | 0.012 | 0.026 | 0.042 | -0.027 | -0.039 | 0.159 | 0.000 | 0.011 |
| VeryActiveMinutes | 0.214 | 0.713 | 0.721 | 0.721 | 0.336 | 0.973 | 0.699 | 0.208 | 0.025 | 1.000 | 0.720 | -0.005 | -0.084 | 0.501 | -0.130 | -0.126 | 0.246 | 0.000 | 0.028 |
| FairlyActiveMinutes | 0.022 | 0.734 | 0.729 | 0.729 | 0.070 | 0.721 | 0.970 | 0.306 | 0.021 | 0.720 | 1.000 | 0.143 | -0.156 | 0.361 | -0.183 | -0.107 | 0.258 | 0.000 | 0.034 |
| LightlyActiveMinutes | -0.209 | 0.472 | 0.446 | 0.446 | -0.069 | 0.021 | 0.180 | 0.853 | 0.012 | -0.005 | 0.143 | 1.000 | -0.391 | 0.192 | 0.058 | 0.030 | 0.237 | 0.035 | 0.071 |
| SedentaryMinutes | -0.040 | -0.270 | -0.256 | -0.256 | 0.002 | -0.099 | -0.162 | -0.323 | 0.026 | -0.084 | -0.156 | -0.391 | 1.000 | -0.017 | -0.144 | -0.171 | 0.287 | 0.047 | 0.062 |
| Calories | 0.426 | 0.404 | 0.502 | 0.503 | 0.302 | 0.437 | 0.325 | 0.423 | 0.042 | 0.501 | 0.361 | 0.192 | -0.017 | 1.000 | 0.029 | -0.093 | 0.275 | 0.000 | 0.068 |
| TotalMinutesAsleep | 0.118 | -0.128 | -0.123 | -0.123 | 0.020 | -0.154 | -0.189 | 0.023 | -0.027 | -0.130 | -0.183 | 0.058 | -0.144 | 0.029 | 1.000 | 0.918 | 0.000 | 0.254 | 0.298 |
| TotalTimeInBed | 0.002 | -0.081 | -0.082 | -0.082 | 0.015 | -0.140 | -0.107 | 0.002 | -0.039 | -0.126 | -0.107 | 0.030 | -0.171 | -0.093 | 0.918 | 1.000 | 0.000 | 0.266 | 0.248 |
| ActivityDate | 0.000 | 0.241 | 0.249 | 0.250 | 0.204 | 0.208 | 0.256 | 0.247 | 0.159 | 0.246 | 0.258 | 0.237 | 0.287 | 0.275 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| SleepDay | 0.148 | 0.030 | 0.037 | 0.037 | 0.042 | 0.050 | 0.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.035 | 0.047 | 0.000 | 0.254 | 0.266 | 0.000 | 1.000 | 0.314 |
| TotalSleepRecords | 0.165 | 0.052 | 0.066 | 0.066 | 0.019 | 0.029 | 0.020 | 0.052 | 0.011 | 0.028 | 0.034 | 0.071 | 0.062 | 0.068 | 0.298 | 0.248 | 0.000 | 0.314 | 1.000 |
| Id | ActivityDate | TotalSteps | TotalDistance | TrackerDistance | LoggedActivitiesDistance | VeryActiveDistance | ModeratelyActiveDistance | LightActiveDistance | SedentaryActiveDistance | VeryActiveMinutes | FairlyActiveMinutes | LightlyActiveMinutes | SedentaryMinutes | Calories | SleepDay | TotalSleepRecords | TotalMinutesAsleep | TotalTimeInBed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/12/2016 12:00:00 AM | 1 | 327 | 346 |
| 1 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/13/2016 12:00:00 AM | 2 | 384 | 407 |
| 2 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/15/2016 12:00:00 AM | 1 | 412 | 442 |
| 3 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/16/2016 12:00:00 AM | 2 | 340 | 367 |
| 4 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/17/2016 12:00:00 AM | 1 | 700 | 712 |
| 5 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/19/2016 12:00:00 AM | 1 | 304 | 320 |
| 6 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/20/2016 12:00:00 AM | 1 | 360 | 377 |
| 7 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/21/2016 12:00:00 AM | 1 | 325 | 364 |
| 8 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/23/2016 12:00:00 AM | 1 | 361 | 384 |
| 9 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/24/2016 12:00:00 AM | 1 | 430 | 449 |
| Id | ActivityDate | TotalSteps | TotalDistance | TrackerDistance | LoggedActivitiesDistance | VeryActiveDistance | ModeratelyActiveDistance | LightActiveDistance | SedentaryActiveDistance | VeryActiveMinutes | FairlyActiveMinutes | LightlyActiveMinutes | SedentaryMinutes | Calories | SleepDay | TotalSleepRecords | TotalMinutesAsleep | TotalTimeInBed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12431 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/22/2016 12:00:00 AM | 1 | 391 | 407 |
| 12432 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/23/2016 12:00:00 AM | 1 | 339 | 360 |
| 12433 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/27/2016 12:00:00 AM | 1 | 423 | 428 |
| 12434 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/28/2016 12:00:00 AM | 1 | 402 | 416 |
| 12435 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/29/2016 12:00:00 AM | 1 | 398 | 406 |
| 12436 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/30/2016 12:00:00 AM | 1 | 343 | 360 |
| 12437 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 5/1/2016 12:00:00 AM | 1 | 503 | 527 |
| 12438 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 5/2/2016 12:00:00 AM | 1 | 415 | 423 |
| 12439 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 5/3/2016 12:00:00 AM | 1 | 516 | 545 |
| 12440 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 5/4/2016 12:00:00 AM | 1 | 439 | 463 |
Most frequently occurring
| Id | ActivityDate | TotalSteps | TotalDistance | TrackerDistance | LoggedActivitiesDistance | VeryActiveDistance | ModeratelyActiveDistance | LightActiveDistance | SedentaryActiveDistance | VeryActiveMinutes | FairlyActiveMinutes | LightlyActiveMinutes | SedentaryMinutes | Calories | SleepDay | TotalSleepRecords | TotalMinutesAsleep | TotalTimeInBed | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4388161847 | 4/12/2016 | 10122 | 7.78 | 7.78 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0 | 0 | 0 | 1440 | 2955 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |
| 1 | 4388161847 | 4/13/2016 | 10993 | 8.45 | 8.45 | 0.0 | 0.06 | 0.63 | 3.88 | 0.0 | 1 | 14 | 150 | 1275 | 3092 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |
| 2 | 4388161847 | 4/14/2016 | 8863 | 6.82 | 6.82 | 0.0 | 0.13 | 1.07 | 5.62 | 0.0 | 10 | 35 | 219 | 945 | 2998 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |
| 3 | 4388161847 | 4/15/2016 | 8758 | 6.73 | 6.73 | 0.0 | 0.00 | 0.00 | 6.73 | 0.0 | 0 | 0 | 299 | 837 | 3066 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |
| 4 | 4388161847 | 4/16/2016 | 6580 | 5.06 | 5.06 | 0.0 | 0.21 | 0.40 | 4.45 | 0.0 | 6 | 9 | 253 | 609 | 3073 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |
| 5 | 4388161847 | 4/17/2016 | 4660 | 3.58 | 3.58 | 0.0 | 0.00 | 0.00 | 3.58 | 0.0 | 0 | 0 | 201 | 721 | 2572 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |
| 6 | 4388161847 | 4/18/2016 | 11009 | 9.10 | 9.10 | 0.0 | 3.56 | 0.40 | 5.14 | 0.0 | 27 | 8 | 239 | 1017 | 3274 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |
| 7 | 4388161847 | 4/19/2016 | 10181 | 7.83 | 7.83 | 0.0 | 1.37 | 0.69 | 5.77 | 0.0 | 20 | 16 | 249 | 704 | 3015 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |
| 8 | 4388161847 | 4/20/2016 | 10553 | 8.12 | 8.12 | 0.0 | 1.10 | 1.72 | 5.29 | 0.0 | 19 | 42 | 228 | 696 | 3083 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |
| 9 | 4388161847 | 4/21/2016 | 10055 | 7.73 | 7.73 | 0.0 | 0.37 | 0.39 | 6.98 | 0.0 | 7 | 12 | 272 | 853 | 3069 | 5/5/2016 12:00:00 AM | 1 | 471 | 495 | 2 |